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马宁(18博)
AS-MAML
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21363fea
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21363fea
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Jun 23, 2020
by
NingMa
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GitHub
Jun 23, 2020
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For more details, please refer to our paper "Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification"
For more details, please refer to our paper "Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification"
## Environments
## Environments
python 3.6
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python 3.6
pytorch 1.3.0
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pytorch 1.3.0
torch-cluster 1.4.5
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torch-cluster 1.4.5
torch-geometric 1.3.2
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torch-geometric 1.3.2
torch-scatter 1.4.0
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torch-scatter 1.4.0
torch-sparse 0.4.3
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torch-sparse 0.4.3
## Dataset
## Dataset
We provide
For origin TRIANGLES dataset, you can download from here. In experiments, we use TRIANGLES with the partition rules of Jatin Chauhan.
## Training and Test
## Training and Test
To train the AS-MAML framework with GraghSAGE and SAGPool, please run:
python main.py
To test the trained model, please run the following:
python test.py
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